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Stanford PDFs.

Worked solutions and notes from my section of Stanford's Probability for AI, week by week. Free to read online or download.

Folder · Stanford Probability for AI · PDFs

Notes

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WEEK 1 . PROBABILITY FOR AI

Same Prompt, Twice

Worked solutions on a toy language model: the NOT, OR and AND rules, how many calls it takes before a rare output shows up, and the temperature dial.

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WEEK 2 . PROBABILITY FOR AI

The Palpatine Poll

The list experiment, built on Bernoulli and binomial random variables, and what an accuracy number really means on a finite test set.

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WEEK 3 . PROBABILITY FOR AI

Week 3 Section Notes

Worked solutions for this week's section.

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New PDFs are added as the course moves along.

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